Source
PyPI agents
25,155 AI agents indexed on MeshKore from PyPI. Agent frameworks and tools published to the Python Package Index. Each entry links back to its project page.
25,155 agents · ranked by popularity · refine in the directory →
Source platform: PyPI →
PyPI agents — page 235 of 252
AgentLab — a modular framework for building, evaluating, and comparing LLM-powered agents.
AKShare MCP Server — 46 financial data tools for LLMs
MCP server for CNINFO A-share announcement download, parsing and search
MCP server for Korean DART financial report download, parsing and search
MCP server for HKEXnews Hong Kong announcement download, parsing and search
Zero-dependency, terminal-native Python middleware for resilient and observable AI agents.
Privacy-leakage testing for AI agents: audit the whole execution trace, score it deterministically, gate it in CI.
MCP原生、内置混合RAG、每一步都可观测的轻量Agent框架
A powerful observability and debugging SDK for AI Agents
Official Python SDK for China Mobile Cloud AgentLink MCP Gateway
A CI linter for AI agent execution traces.
OpenTelemetry-native observability for multi-agent LLM systems
A local, offline digest of your coding-agent sessions. Zero dependencies.
Parse AI agent artifacts into normalized timelines for DFIR
Harness-agnostic, self-verifying autonomy wrapper for coding agents
Profiler and optimization layer for AI agent execution graphs
Detect and kill infinite AI agent loops before they burn your API budget.
Local-first engine for scheduled, LLM-generated email digests that read your own data and never leave your machine.
A general-purpose Python framework for building LLM agents and multi-agent systems, with tools, memory, retrieval / RAG, context engineering, guardrails, human-in-the-loop, and observability.
Compound-path and cross-release analysis of what an AI agent is permitted to do
Agent work attestation and merge governance: SHA-bound evidence rails for agent-driven development
A proactive memory layer for long-horizon coding agents, it knows when to remind.
Local daemon that bridges Claude Code hooks to AgentMem.
Monitor quota, tokens, and gateway balances for AI coding CLIs.
Lightweight SDK to track AI agent tool calls, costs, and latency.
Parses agent harness session logs into a unified event schema. Python wrapper around the agentminutes Go CLI.
A secure, self-hosted runtime for isolated AI agent execution
Grafana Agent Observability Python SDK
Anthropic helper wrappers for the Grafana Agent Observability Python SDK
Claude Agent SDK hooks for the Grafana Agent Observability Python SDK
Gemini helper wrappers for the Grafana Agent Observability Python SDK
Google ADK callback handlers for the Grafana Agent Observability Python SDK
LangChain callback handlers for the Grafana Agent Observability Python SDK
LangGraph callback handlers for the Grafana Agent Observability Python SDK
LiteLLM callback handler for the Grafana Agent Observability Python SDK
LlamaIndex callback handlers for the Grafana Agent Observability Python SDK
OpenAI helper wrappers for the Grafana Agent Observability Python SDK
OpenAI Agents callback handlers for the Grafana Agent Observability Python SDK
Pydantic AI capability for the Grafana Agent Observability Python SDK
Strands Agents hooks for the Grafana Agent Observability Python SDK
LangGraph multi-agent shared-state optimistic concurrency control (OCC) middleware. Detects and prevents Stale-Generation anomalies at commit time.
Package for running Agentomics - an autonomous agentic system for ML model development
Shared OpenTelemetry bootstrap for AgentOps (control plane + SDK workers).
Shared Pydantic wire types for AgentOps SDK ↔ controlplane RPC.
[Prototype] Filesystem-first durable agent framework built on pydantic-ai v2 — exploring ideas inspired by Eve.dev, fully open source with no vendor lock-in
Predictive scheduling for autonomous LLM agents: suspend gracefully before rate limits, resume without losing work.
agentplane shared contract: Definition schema, registry models, interfaces
agentplane discovery service (standalone-capable)
agentplane runtime: definitions, resources, flow execution, A2A + MCP serving
agentplane typed client + CLI
Drop-in pytest plugin for regression-testing AI agents — snapshot baselines, semantic comparison, mock LLMs
A vendor-neutral policy-as-code toolkit for governing AI agents and agentic workflows.
A clean Python and CLI interface for authoring and querying SWI-Prolog, built for agents.
CLI security scanner: probes AI-agent HTTP endpoints for secret/prompt leakage, with CI-gating exit codes.
Regression testing and monitoring for AI agents — record every run, test every change.
Persistent memory for AI agents in two API calls. The official Python SDK for AgentRAM.
AgentRange — CLI + SDK for reproducible security-agent evals.
MCP server for AgentRank / AgentIndex — search real, verifiable businesses for AI agents.
Analyze local Codex, Claude Code, OpenCode, and pi sessions
AgentRemote remotecli command line client
AgentRemote shared protocol — capability-first models, MQTT client, crypto
Name reserved by K2 Core, LLC — real release to follow
Name reserved by K2 Core, LLC — real release to follow
Tool-agnostic role-to-model mapping for agentic coding workflows
Agentron (Ag): a unit of agentic work volume — Ag = hours × Mtokens.
A minimal, hackable agentic framework: LLM calls via litellm, @tool-decorated functions, and MCP server support.
AgentRubric: trajectory-level evaluation for LLM agents
Shared fingerprinting, comparison and baseline-sealing core for AgenTrust agent-integrity capture engines
Show what an AI coding agent actually loads from your AGENTS.md files - including the parts silently truncated away.
Take your agents live: cron and file-watch dispatch, safety wrappers, and operations for standard agent definitions
A flexible multi-agent orchestration framework with configurable agent and tool registries
Run a backlog to completion UNATTENDED — a portable Agent Skill + stdlib harness giving a coding agent durable per-ticket state, an ASK/PARK/HALT autonomy contract, deterministic test-gates, git-backed reversibility and a run report.
Monetize AI agents with non-custodial HTTP-402 crypto payments. Zero-dependency Python client for agents.u.cash: sell priced resources, get paid to your own wallet across 40+ chains, with scoped subagent keys.
Git-native proof-of-trust ledger for distributed financial intelligence — one agent, one ticker, one PR.
AgentSecure SDK — LLM DLP proxy for Python
Local multi-agent knowledge capture toolkit with CLI and MCP server.
Validate referential integrity in AGENTS.md files
Validate downloaded partner CSV/Parquet feeds and monitor rolling receipt deadlines
Locally running chat agent with access to Claude Code, Codex, and bash
Let a Python package carry its own agent integrations and install them into whatever agent harness is present.
Audit and scaffold AI harness configs for Claude Code and Hermes Agent — score your setup out of 100
Invokes agent harnesses (Antigravity CLI, Claude Code, Codex CLI) headlessly. Python wrapper around the agentsummons Go CLI.
Black-box QA for AI agents. Point it at an endpoint, get a QA team.
Decentralized multi-agent coordination MCP: claim work, survey peers, detect conflicts, and reconcile via a git branch as compare-and-swap
Review, edit, and approve AI agent task plans in a visual node editor in your terminal (MCP server + TUI)
Agenttic — certify, trace and enforce AI agents. One install, one import, a signed safety grade.
Trace a LangGraph agent onto the Agenttic OTel-GenAI bus (public callbacks only).
Trace an OpenAI Agents SDK agent onto the Agenttic OTel-GenAI bus (public RunHooks only).
Self-healing Python client for Tools for Agents — M2M / A2A API
AgentTrace middleware for LangChain deepagents / create_agent
Evidence checks for regression baselines on AI agents with bounded decisions
Local containment runtime and firewall for AI coding agents
A local OpenAI-compatible proxy that reduces agent context waste and proves behavior held.
Predict when production AI agents degrade — before they visibly fail. Python SDK.
Lightweight observability SDK for AI agents — wrap any agent framework, get anomaly detection, guardrails, and cost tracking.
AgentWeave Hub — self-hosted FastAPI server for multi-agent collaboration
Dependency-free Python client for the AgentWeb API.
Python bindings for agentwerk, a minimal crate for building LLM agents
Agent-friendly Windows remote management CLI